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Mixture proportional hazards cure model with latent variables 期刊论文
STATISTICS IN MEDICINE, 2021, 页码: 15
作者:  He, Haijin;  Han, Dongxiao;  Song, Xinyuan;  Sun, Liuquan
收藏  |  浏览/下载：155/0  |  提交时间：2022/04/02
cure model  factor analysis  latent variables  logistic regression  proportional hazards model  
A semiparametric mixture model approach for regression analysis of partly interval-censored data with a cured subgroup 期刊论文
STATISTICAL METHODS IN MEDICAL RESEARCH, 2021, 页码: 14
作者:  Sun, Liuquan;  Li, Shuwei;  Wang, Lianming;  Song, Xinyuan
收藏  |  浏览/下载：174/0  |  提交时间：2021/10/26
Expectation-maximization algorithm  maximum likelihood estimation  mixture cure model  partly interval-censored data  proportional hazards model  
Optimal subsample selection for massive logistic regression with distributed data 期刊论文
COMPUTATIONAL STATISTICS, 2021, 页码: 28
作者:  Zuo, Lulu;  Zhang, Haixiang;  Wang, HaiYing;  Sun, Liuquan
收藏  |  浏览/下载：181/0  |  提交时间：2021/04/26
Allocation size  Big data  Distributed and massive data  Subsample estimator  Subsampling probabilities  
Continuous time hidden Markov model for longitudinal data 期刊论文
JOURNAL OF MULTIVARIATE ANALYSIS, 2020, 卷号: 179, 页码: 16
作者:  Zhou, Jie;  Song, Xinyuan;  Sun, Liuquan
收藏  |  浏览/下载：237/0  |  提交时间：2020/09/23
Continuous-time HMMs  Longitudinal data  ML estimator  Unknown number of hidden states  SCAD penalty  
Estimation of the association for bivariate interval-censored failure rime data 期刊论文
SCANDINAVIAN JOURNAL OF STATISTICS, 2006, 卷号: 33, 期号: 4, 页码: 637-649
作者:  Sun, Liuquan;  Wang, Lianming;  Sun, Jianguo
收藏  |  浏览/下载：132/0  |  提交时间：2018/07/30
association of variables  bivariate survival variables  copula models  maximum likelihood estimation  serniparametric inference  
A semiparametric model for truncated and censored data 期刊论文
STATISTICS & PROBABILITY LETTERS, 2000, 卷号: 48, 期号: 3, 页码: 217-227
作者:  Sun, LQ;  Zhu, LX
收藏  |  浏览/下载：145/0  |  提交时间：2018/07/30
truncated and censored data  product-limit estimator  maximum-likelihood estimation  functional central limit theorem  uniform consistency